take values in a certain range than another equally sized range. It creates equal sized quantization ranges (bins), regardless of the frequency of data. Clustering helps solve that problem by adapting the concentrated ranges? Quantization will still assign an equal number of precision bits to all subranges of the same length. In this scenario, the dequantization error would be large for ranges where the data that x is likely to take a value in [-4, 4]. However quantization linearly assigns precision to all ranges equally based on the minimum and maximum values it observes for . Each quantization bin boundary

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157 13.2 Generating date ranges (DateRange) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 13.3 Time 2000-01-11 0.404705 0.345164 2000-01-12 -0.370647 -0.430188 7.1.4 Slicing ranges The most robust and consistent way of slicing ranges along arbitrary axes is described in the Advanced indexing section detailing in pandas. 13.2 Generating date ranges (DateRange) The DateRange class utilizes these offsets (and any ones that we might add) to generate fixed-frequency date ranges: In [843]: start = datetime(2009

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157 13.2 Generating date ranges (DateRange) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 159 13.3 Time 2000-01-11 0.404705 0.345164 2000-01-12 -0.370647 -0.430188 7.1.4 Slicing ranges The most robust and consistent way of slicing ranges along arbitrary axes is described in the Advanced indexing section detailing in pandas. 13.2 Generating date ranges (DateRange) The DateRange class utilizes these offsets (and any ones that we might add) to generate fixed-frequency date ranges: In [844]: start = datetime(2009

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165 13.2 Generating date ranges (DateRange) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 167 13.3 Time 2000-01-11 0.404705 0.345164 2000-01-12 -0.370647 -0.430188 7.1.4 Slicing ranges The most robust and consistent way of slicing ranges along arbitrary axes is described in the Advanced indexing section detailing in pandas. 13.2 Generating date ranges (DateRange) The DateRange class utilizes these offsets (and any ones that we might add) to generate fixed-frequency date ranges: In [860]: start = datetime(2009

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 289 15.3 Generating Ranges of Timestamps . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 290 15.4 DatetimeIndex use tab-completion to see these accessable attributes. 9.2.2 Slicing ranges The most robust and consistent way of slicing ranges along arbitrary axes is described in the Selection by Position section [1970-01-01 00:00:00.000000001, 2014-01-01 00:00:00] Length: 2, Freq: None, Timezone: None 15.3 Generating Ranges of Timestamps To generate an index with time stamps, you can use either the DatetimeIndex or Index

allowed. If other ranges are desired, they can be enabled by creating /etc/vbox/networks.conf and specifying allowed ranges there. For example, to allow 10.0.0.0/8 and 192.168.0.0/16 IPv4 ranges as well as 2001::/64 ::/0 If the file exists, but no ranges are specified in it, no addresses will be assigned to host-only adapters. The following example effectively disables all ranges: # No addresses are allowed for --vrdeport option of the VBoxManage modifyvm command. You can specify a comma- separated list of ports or ranges of ports. Use a dash between two port numbers to specify a range. The VRDP server will bind to one

allowed. If other ranges are desired, they can be enabled by creating /etc/vbox/networks.conf and specifying allowed ranges there. For example, to allow 10.0.0.0/8 and 192.168.0.0/16 IPv4 ranges as well as 2001::/64 ::/0 If the file exists, but no ranges are specified in it, no addresses will be assigned to host-only adapters. The following example effectively disables all ranges: # No addresses are allowed for --vrdeport option of the VBoxManage modifyvm command. You can specify a comma- separated list of ports or ranges of ports. Use a dash between two port numbers to specify a range. The VRDP server will bind to one

allowed. If other ranges are desired, they can be enabled by creating /etc/vbox/networks.conf and specifying allowed ranges there. For example, to allow 10.0.0.0/8 and 192.168.0.0/16 IPv4 ranges as well as 2001::/64 ::/0 If the file exists, but no ranges are specified in it, no addresses will be assigned to host-only adapters. The following example effectively disables all ranges: # No addresses are allowed for --vrdeport option of the VBoxManage modifyvm command. You can specify a comma- separated list of ports or ranges of ports. Use a dash between two port numbers to specify a range. The VRDP server will bind to one

allowed. If other ranges are desired, they can be enabled by creating /etc/vbox/networks.conf and specifying allowed ranges there. For example, to allow 10.0.0.0/8 and 192.168.0.0/16 IPv4 ranges as well as 2001::/64 ::/0 If the file exists, but no ranges are specified in it, no addresses will be assigned to host-only adapters. The following example effectively disables all ranges: # No addresses are allowed for --vrdeport option of the VBoxManage modifyvm command. You can specify a comma- separated list of ports or ranges of ports. Use a dash between two port numbers to specify a range. The VRDP server will bind to one

allowed. If other ranges are desired, they can be enabled by creating /etc/vbox/networks.conf and specifying allowed ranges there. For example, to allow 10.0.0.0/8 and 192.168.0.0/16 IPv4 ranges as well as 2001::/64 ::/0 If the file exists, but no ranges are specified in it, no addresses will be assigned to host-only adapters. The following example effectively disables all ranges: # No addresses are allowed for --vrdeport option of the VBoxManage modifyvm command. You can specify a comma- separated list of ports or ranges of ports. Use a dash between two port numbers to specify a range. The VRDP server will bind to one